Method and System for Biometric Verification

3. The method of claim 1, wherein performing the data augmentation on at least the portion of the first high-resolution image comprises performing one or more operations on at least the portion of the first high-resolution image, the one or more operations comprises randomly zooming, shifting horizontally, shifting vertically, flipping horizontally, randomly rotating, changing brightness, cropping and resizing.

6. The method of claim 1, wherein the first high-resolution image is acquired during a verification phase of the biometric verification.

7. The method of claim 1, further comprising sharing, with the second device, the public key, encrypted random projection matrix, and a unique identifier (ID) associated with the user.

8. The method of claim 1, wherein the public key and the private key are associated with the user.

9. The method of claim 1, wherein the first computation device is a client device and the second computation device is a server device.

12. The system of claim 11, wherein the public key and the private key are associated with the user.

13. The system of claim 11, wherein the first computation device is a client device.

14. The system of claim 11, wherein the second computation device is a server device.

15. The system of claim 10, wherein to perform the data augmentation on the at least portion of the first high resolution image, the one or more hardware processors are configured by the instructions to perform one or more operations on at least the portion of the first high resolution image, the one or more operations comprises randomly zooming, shifting horizontally, shifting vertically, flipping horizontally, randomly rotating, changing brightness, cropping and resizing.

18. The system of claim 10, wherein the first high resolution image is acquired during a verification phase of the biometric verification.